{"id":461943,"date":"2024-10-03T09:06:32","date_gmt":"2024-10-03T07:06:32","guid":{"rendered":"https:\/\/www.ecinews.fr\/?p=461943"},"modified":"2024-10-03T09:06:32","modified_gmt":"2024-10-03T07:06:32","slug":"le-cea-et-tdk-developpent-un-memristor-a-spin-pour-lia","status":"publish","type":"post","link":"https:\/\/www.ecinews.fr\/fr\/le-cea-et-tdk-developpent-un-memristor-a-spin-pour-lia\/","title":{"rendered":"Le CEA et TDK d\u00e9veloppent un memristor \u00e0 spin pour l&rsquo;IA"},"content":{"rendered":"<h3>TDK et le CEA ont mis au point un memristor de spin pour les dispositifs d&rsquo;intelligence artificielle neuromorphiques.<\/h3>\n<p>TDK a collabor\u00e9 avec le CEA et l&rsquo;universit\u00e9 de Tohoku au Japon sur le memristor de spin pour l&rsquo;IA avec une consommation d&rsquo;\u00e9nergie de 1 % par rapport aux composants pr\u00e9c\u00e9dents.<\/p>\n<p>Le spin memristor utilise la charge et le spin de l&rsquo;\u00e9lectron dans un <a href=\"https:\/\/www.eenewsautomotive.com\/en\/white_papers\/spin-memory-using-mram-in-place-of-sram\/\">\u00e9l\u00e9ment MRAM<\/a> et a permis de construire des prototypes de dispositifs d&rsquo;apprentissage d&rsquo;IA neuromorphique avec le Centre for Innovative Integrated Electronic Systems (CIES) de l&rsquo;universit\u00e9 de Tohoku.<\/p>\n<p>Ces derni\u00e8res ann\u00e9es, la transformation num\u00e9rique (DX) a progress\u00e9 gr\u00e2ce au d\u00e9veloppement de l&rsquo;IA ; on pr\u00e9voit que la consommation d&rsquo;\u00e9nergie utilisant le big data et l&rsquo;IA va exploser et rendre certains probl\u00e8mes plus apparents &#8211; comme la complexit\u00e9 autour du traitement informatique de vastes quantit\u00e9s de donn\u00e9es, et l&rsquo;augmentation de la consommation d&rsquo;\u00e9nergie associ\u00e9e au d\u00e9veloppement de l&rsquo;IA. TDK s&rsquo;efforce de contribuer \u00e0 la r\u00e9solution de ces probl\u00e8mes sociaux et environnementaux.<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"FSn4DIpANx\"><p><a href=\"https:\/\/www.eenewseurope.com\/en\/first-complete-memristor-neural-network-for-medical-ai\/\">First complete memristor neural network for medical AI<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content lazyload\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;First complete memristor neural network for medical AI&#8221; &#8212; eeNews Europe\" data-src=\"https:\/\/www.eenewseurope.com\/en\/first-complete-memristor-neural-network-for-medical-ai\/embed\/#?secret=Z0MdVdYvtK#?secret=FSn4DIpANx\" data-secret=\"FSn4DIpANx\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" data-load-mode=\"1\"><\/iframe><\/p>\n<p>TDK s&rsquo;est fix\u00e9 pour objectif de d\u00e9velopper un dispositif qui simule \u00e9lectriquement les synapses du cerveau humain : le memristor. Alors que les \u00e9l\u00e9ments de m\u00e9moire conventionnels stockent les donn\u00e9es sous la forme de 0 ou de 1, un memristor de spin peut stocker des donn\u00e9es sous forme analogique, tout comme le fait le cerveau.<\/p>\n<p>Cela permet d&rsquo;effectuer des calculs complexes tout en consommant tr\u00e8s peu d&rsquo;\u00e9nergie. Bien qu&rsquo;il existe d\u00e9j\u00e0 des memristors pour les dispositifs neuromorphiques, ils sont confront\u00e9s \u00e0 des probl\u00e8mes tels que les changements de r\u00e9sistance au fil du temps, les difficult\u00e9s \u00e0 contr\u00f4ler l&rsquo;\u00e9criture pr\u00e9cise des donn\u00e9es et la n\u00e9cessit\u00e9 d&rsquo;un contr\u00f4le pour s&rsquo;assurer que les donn\u00e9es sont conserv\u00e9es. Le spin-memristor de TDK r\u00e9sout ces probl\u00e8mes et devrait offrir une immunit\u00e9 aux influences environnementales et un stockage de donn\u00e9es \u00e0 long terme tout en r\u00e9duisant la consommation d&rsquo;\u00e9nergie en diminuant le courant de fuite dans les dispositifs existants.<\/p>\n<p>Le prototype de circuit d&rsquo;IA comporte 3 \u00e9l\u00e9ments de memristor \u00d7 2 ensembles \u00d7 4 puces et a confirm\u00e9 son bon fonctionnement par une d\u00e9monstration de s\u00e9paration des sons, montrant que les memristors de spin peuvent servir d&rsquo;\u00e9l\u00e9ments de base dans les circuits d&rsquo;IA.<\/p>\n<p>Lors de la d\u00e9monstration, m\u00eame lorsque trois types de sons (musique, parole et bruit) \u00e9taient m\u00e9lang\u00e9s dans des proportions arbitraires, le circuit \u00e9tait capable d&rsquo;apprendre et de s\u00e9parer les trois types de sons en temps r\u00e9el. Dans l&rsquo;apprentissage automatique g\u00e9n\u00e9ral, les op\u00e9rations d&rsquo;IA sont effectu\u00e9es sur la base de donn\u00e9es sur lesquelles le mod\u00e8le d&rsquo;IA a \u00e9t\u00e9 pr\u00e9alablement form\u00e9, mais le dispositif de TDK est le seul capable d&rsquo;apprendre en temps r\u00e9el dans un environnement changeant.<\/p>\n<p>La fabrication de ces produits n\u00e9cessite l&rsquo;int\u00e9gration des processus de fabrication des semi-conducteurs et de la spintronique. Cette int\u00e9gration a \u00e9t\u00e9 r\u00e9alis\u00e9e dans la fabrication de MRAM, un produit similaire aux memristors, et TDK a d\u00e9cid\u00e9 de poursuivre le d\u00e9veloppement technologique int\u00e9gr\u00e9 en collaboration avec l&rsquo;universit\u00e9 de Tohoku.<\/p>\n<p>\u00ab\u00a0La synergie entre TDK et le CEA est remarquable, car nos expertises compl\u00e9mentaires favorisent une collaboration hautement cr\u00e9ative et constructive. Ce partenariat de recherche ouvre de nouvelles perspectives pour d\u00e9velopper des solutions plus durables, plus fiables et plus efficaces qui r\u00e9pondront aux exigences croissantes des applications modernes de l&rsquo;intelligence artificielle\u00a0\u00bb, a d\u00e9clar\u00e9 Marc Duranton, Senior Fellow du CEA.<br \/>\n\u00ab\u00a0Les semi-conducteurs d&rsquo;IA sont extr\u00eamement importants pour la soci\u00e9t\u00e9 de l&rsquo;information de l&rsquo;avenir, mais les probl\u00e8mes soci\u00e9taux sont l&rsquo;am\u00e9lioration de la puissance de traitement de l&rsquo;IA et la r\u00e9duction de la consommation d&rsquo;\u00e9nergie. \u00c0 la lumi\u00e8re de cette demande sociale, le programme de d\u00e9veloppement des semi-conducteurs d&rsquo;IA de TDK, qui fusionne les technologies des memristors et de la spintronique, est extr\u00eamement important. Nous ferons de notre mieux pour contribuer \u00e0 ce projet gr\u00e2ce aux connaissances acad\u00e9miques de l&rsquo;universit\u00e9 de Tohoku et \u00e0 la technologie de fabrication de la ligne prototype de 12 pouces\u00a0\u00bb, a d\u00e9clar\u00e9 Tetsuo Endoh, directeur du CIES de l&rsquo;universit\u00e9 de Tohoku.<\/p>\n<p>www.tdk.com <a href=\"http:\/\/www.tdk.com\">;<\/a> <a href=\"http:\/\/www.cea.fr\">www.cea.fr<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TDK et le CEA ont mis au point un memristor de spin pour les dispositifs d&rsquo;intelligence artificielle neuromorphiques. TDK a collabor\u00e9 avec le CEA et l&rsquo;universit\u00e9 de Tohoku au Japon sur le memristor de spin pour l&rsquo;IA avec une consommation d&rsquo;\u00e9nergie de 1 % par rapport aux composants pr\u00e9c\u00e9dents. Le spin memristor utilise la charge [&hellip;]<\/p>\n","protected":false},"author":40,"featured_media":461866,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[883],"tags":[3679,890],"domains":[47],"ppma_author":[3640,6199],"class_list":["post-461943","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologies","tag-ai-fr","tag-powermanagement-fr","domains-electronique-eci"],"acf":[],"yoast_head":"<title>Le CEA et TDK d\u00e9veloppent un memristor \u00e0 spin pour l&#039;IA ...<\/title>\n<meta name=\"description\" content=\"TDK et le CEA, ont mis au point une m\u00e9moire de spin pour les composants d&#039;IA neuromorphiques, avec une consommation 100x plus faible.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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